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Conference Paper

Kundu, Achintya and Tankasali, Vikram and Bhattacharyya, Chiranjib and Ben-Tal, Aharon (2010) Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions. In: International Conference on Neural Information Processing Systems, NIPS, 2010, Bangalore.

Journal Article

Jagarlapudi, Saketha Nath and Ben-Tal, Aharon and Bhattacharyya, Chiranjib (2013) Robust formulations for clustering-based large-scale classification. In: Optimization and Engineering, 14 (2). pp. 225-250.

Ben-Tal, Aharon and Bhadra, Sahely and Bhattacharyya, Chiranjib and Nemirovski, Arkadi (2012) Efficient Methods for Robust Classification Under Uncertainty in Kernel Matrices. In: JOURNAL OF MACHINE LEARNING RESEARCH, 13 . pp. 2923-2954.

Ben-Tal, Aharon and Bhadra, Sahely and Bhattacharyya, Chiranjib and Nath, Saketha J (2011) Chance constrained uncertain classification via robust optimization. In: Mathematical Programming, 127 (1). pp. 145-173.

Aflalo, Jonathan and Ben-Tal, Aharon and Bhattacharyya, Chiranjib and Nath, Jagarlapudi Saketha and Raman, Sankaran (2011) Variable Sparsity Kernel Learning. In: Journal of Machine Learning Research, 12 . pp. 565-592.